Martin L. Gunn

22 papers Misc 6Journal 12Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	RADAR: A Multimodal Benchmark for 3D Image-Based Radiology Report Review. CoRR Zhaoyi Sun, Minal Jagtiani, Wen-Wai Yim, Fei Xia, Martin L. Gunn, Meliha Yetisgen, Asma Ben Abacha
2025	J	`jnl`	Automated Identification of Incidentalomas Requiring Follow-Up: A Multi-Anatomy Evaluation of LLM-Based and Supervised Approaches. CoRR Namu Park, Farzad Ahmed, Zhaoyi Sun, Kevin Lybarger, Ethan Breinhorst, Julie Hu, Özlem Uzuner, Martin L. Gunn, Meliha Yetisgen
2025	J	`jnl`	Identifying Imaging Follow-Up in Radiology Reports: A Comparative Analysis of Traditional ML and LLM Approaches. CoRR Namu Park, Giridhar Kaushik Ramachandran, Kevin Lybarger, Fei Xia, Özlem Uzuner, Meliha Yetisgen, Martin L. Gunn
2024	—	`conf`	A Novel Corpus of Annotated Medical Imaging Reports and Information Extraction Results Using BERT-based Language Models. LREC/COLING Namu Park, Kevin Lybarger, Giridhar Kaushik Ramachandran, Spencer Lewis, Aashka Damani, Özlem Uzuner, Martin L. Gunn, Meliha Yetisgen
2024	J	`jnl`	A Novel Corpus of Annotated Medical Imaging Reports and Information Extraction Results Using BERT-based Language Models. CoRR Namu Park, Kevin Lybarger, Giridhar Kaushik Ramachandran, Spencer Lewis, Aashka Damani, Özlem Uzuner, Martin L. Gunn, Meliha Yetisgen
2023	J	`jnl`	Event-Based Clinical Finding Extraction from Radiology Reports with Pre-trained Language Model. J. Digit. Imaging Wilson Lau, Kevin Lybarger, Martin L. Gunn, Meliha Yetisgen
2022	Misc	`conf`	A Corpus of Radiology Reports From Multiple Imaging Modalities With Fine-grained Event-based Annotations. AMIA Kevin Lybarger, Namu Park, Sitong Zhou, Aashka Damani, Alison Brennan, Jagjeet Gill, Nianiella Dorvall, Vy Huynh, Spencer Lewis, Martin L. Gunn, Özlem Uzuner, Meliha Yetisgen
2022	—	`conf`	Impact of Follow-Up Imaging Recommendation Specificity on Adherence. ICIMTH Thusitha De Silva Mabotuwana, Christopher S. Hall, Vadi Hombal, Sandeep Dalal, Martin L. Gunn
2021	Misc	`conf`	A New Corpus for Clinical Findings in Radiology Reports. AMIA Wilson Lau, David Wayne, Spencer Lewis, Özlem Uzuner, Martin L. Gunn, Meliha Yetisgen
2021	Misc	`conf`	Automatic Assignment of Radiology Examination Protocols Using Pre-trained Language Models with Knowledge Distillation. AMIA Wilson Lau, Laura Aaltonen, Martin L. Gunn, Meliha Yetisgen
2021	J	`jnl`	Event-based clinical findings extraction from radiology reports with pre-trained language model. CoRR Wilson Lau, Kevin Lybarger, Martin L. Gunn, Meliha Yetisgen
2021	J	`jnl`	Extracting Radiological Findings With Normalized Anatomical Information Using a Span-Based BERT Relation Extraction Model. CoRR Kevin Lybarger, Aashka Damani, Martin L. Gunn, Özlem Uzuner, Meliha Yetisgen
2020	J	`jnl`	Automatic Assignment of Radiology Examination Protocols Using Pre-trained Language Models with Knowledge Distillation. CoRR Wilson Lau, Laura Aaltonen, Martin L. Gunn, Meliha Yetisgen
2020	J	`jnl`	Determining Follow-Up Imaging Study Using Radiology Reports. J. Digit. Imaging Sandeep Dalal, Vadiraj Hombal, Wei-Hung Weng, Gabe Mankovich, Thusitha De Silva Mabotuwana, Christopher S. Hall, Joseph Fuller, Bruce E. Lehnert, Martin L. Gunn
2019	J	`jnl`	Automatic Normalization of Anatomical Phrases in Radiology Reports Using Unsupervised Learning. J. Digit. Imaging Amir M. Tahmasebi, Henghui Zhu, Gabriel Mankovich, Peter Prinsen, Prescott Klassen, Sam Pilato, Rob van Ommering, Pritesh Patel, Martin L. Gunn, Paul Chang
2018	Misc	`conf`	Detecting Technical Image Quality in Radiology Reports. AMIA Thusitha De Silva Mabotuwana, Varun Bhandarkar, Christopher S. Hall, Martin L. Gunn
2017	—	`conf`	Extracting Follow-Up Recommendations and Associated Anatomy from Radiology Reports. MedInfo Thusitha De Silva Mabotuwana, Christopher S. Hall, Sandeep Dalal, Joel Tieder, Martin L. Gunn
2017	Misc	`conf`	Improving Quality of Follow-Up Imaging Recommendations in Radiology. AMIA Thusitha De Silva Mabotuwana, Christopher S. Hall, Joel S. Tieder, Martin L. Gunn
2015	Misc	`conf`	Annotating Recommendation Sentences in Radiology Reports. AMIA Meliha Yetisgen, Prescott Klassen, Lucas McCarthy, Thomas H. Payne, Martin L. Gunn
2015	—	`conf`	Annotation of Clinically Important Follow-up Recommendations in Radiology Reports. Louhi@EMNLP Meliha Yetisgen, Prescott Klassen, Lucas McCarthy, Elena Pellicer, Tom Payne, Martin L. Gunn
2013	J	`jnl`	A text processing pipeline to extract recommendations from radiology reports. J. Biomed. Informatics Meliha Yetisgen-Yildiz, Martin L. Gunn, Fei Xia, Thomas H. Payne
2011	J	`jnl`	A Markov decision process approach to multi-category patient scheduling in a diagnostic facility. Artif. Intell. Medicine Yasin Gocgun, Brian W. Bresnahan, Archis Ghate, Martin L. Gunn